Somewhat Resilient
Last Update: 6/19/2026
AI Resilience Score for Cooks, Short Order:
40.3%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forCooks, Short Order
$35,620 median salary•20,600 annual openings•SOC Code: 35-2015.00
Cooks, Short Order are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Short-order cooking is labeled "Somewhat Resilient" because automation is making real progress in this field, especially for repetitive tasks like frying and timing orders, but the technology is still expensive, limited in scale, and hard to apply in the fast-moving chaos of a real kitchen. Robots like Flippy are showing up in some chain restaurants, and AI software is helping with things like inventory and prep flow, so the job is genuinely changing.
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Short-order cooking is labeled "Somewhat Resilient" because automation is making real progress in this field, especially for repetitive tasks like frying and timing orders, but the technology is still expensive, limited in scale, and hard to apply in the fast-moving chaos of a real kitchen. Robots like Flippy are showing up in some chain restaurants, and AI software is helping with things like inventory and prep flow, so the job is genuinely changing.
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Cooks, Short Order
Updated Quarterly
How is AI changing Cooks, Short Order jobs?
If you're worried about robots taking over short-order kitchens, here's the honest picture: automation is real and growing, but it's still early. The most famous example is Flippy, an AI-powered robot arm built by Miso Robotics that debuted at CaliBurger, Jack in the Box, and White Castle, and a later Flippy Fry Station now fries and portions more than 40 menu items while reducing staff interactions with the machinery by 90%. Miso's CEO claims a Flippy unit can double the output of a short-order cook for about $5,000 per month [1].
On the chain side, Wonder is building "programmable cooking platforms" where a staff of up to 12 people works with conveyors and robotic arms, and the company recently bought Spice Robotics, a maker of an automatic bowl-making machine previously used by Sweetgreen. Beyond hardware, "invisible AI" is also augmenting cooks — software now helps with order timing, inventory, and prep flow. As one industry analysis explains, AI can analyze order data and how kitchen staff move to streamline food preparation [2].
Still, scaling is hard: a QSR Magazine review noted that one major burger-flipping vendor had only 13 QSR locations piloting the tech as of early 2025 [3].
Sources
How fast is AI adoption growing for Cooks, Short Order?
Adoption is being pushed forward by labor pressure. The National Restaurant Association reports that 98% of restaurant operators identified rising labor costs as an issue, and turnover can cost more than $2,700 per hourly worker, and 47% of operators expect technology and automation to become more common to address labor shortages [4]. But adoption is also slow because robots are expensive, fragile in real kitchens, and most diners are small businesses with thin margins.
Economists note that more than 75% of the time, it is cheaper for companies to continue to use humans than to automate jobs with AI. The U.S. Bureau of Labor Statistics confirms a mixed outlook: overall employment of cooks is projected to grow 5 percent from 2024 to 2034, but reduced demand for fast food cooks is expected because of automated systems [5]. The takeaway for young people: the messy, fast-moving, human side of a diner — reading a rush, swapping a burnt pancake, joking with a regular — is exactly what machines still struggle with.
AI is most likely to handle the repetitive frying and timing tasks while leaving room for cooks who bring speed, judgment, and hospitality.
Sources
Will AI replace Cooks, Short Order?
Not entirely. We think AI will take over some tasks, but not the whole job.
Automation is already showing up in short-order kitchens. Robotic systems like Flippy can fry and portion more than 40 menu items while reducing staff interactions with machinery by 90%, and one vendor claims a unit can double a cook's output for about $5,000 per month [1]. AI software is also handling order timing, inventory, and prep flow to streamline how kitchens run [2]. These are real changes, not distant predictions.
Still, scaling is slow. As of early 2025, one major burger-flipping vendor had only 13 QSR locations piloting the technology [3]. Most short-order spots are small businesses with thin margins, and robots are expensive and fragile in real kitchen conditions. The BLS projects overall cook employment to grow 5 percent through 2034, though it does flag reduced demand specifically in fast food due to automation [5].
Our 40.3% AI Resilience Score reflects a genuinely mixed picture. The repetitive, high-volume frying tasks are the most at risk. But reading a lunch rush, recovering from a mistake mid-service, and keeping a kitchen moving under pressure are exactly the skills machines still struggle with. Cooks who build speed, adaptability, and hospitality will remain valuable even as the tools around them change.
Sources
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Latest AI news for Cooks, Short Order
As AI reshapes the job market, articles highlight its potential impact on "Cooks, Short Order" careers. Lisa Cook from the Fed notes that AI could lead to short-term job losses, emphasizing the need for adaptability in the kitchen. Tim Cook underscores that embracing AI is crucial for future job security, suggesting that short order cooks should consider integrating technology into their workflows. Staying informed and adaptable can help aspiring cooks build resilience against these changes, ensuring they remain relevant in a fast-evolving industry.
The debate at the Fed about the impact of AI
finance.yahoo.com • 3/1/2026
Federal Reserve governor Lisa Cook said on Feb. 24 that artificial intelligence could have "profound implications for monetary policy.".
Fed Warns AI Job Threat: Unemployment May Rise, Says Governor Lisa Cook
www.jagranjosh.com • 2/25/2026
Fed's Lisa Cook warns AI could spike U.S. unemployment – recent speech flags job losses in key sectors. Get facts, impacts, and tips to...
Fed's Cook says AI triggering big changes, sees possible short-term unemployment rise
www.reuters.com • 2/24/2026
Artificial intelligence has triggered a generational shift in the U.S. labor market and could lead to a possible rise in the unemployment...
This teenager who wrote a research paper on how AI could impact teen jobs
www.npr.org • 1/15/2026
A 17-year-old in California who got curious about the impact of AI on typical teen jobs. She embarked on an ambitious economic research...
Not using AI means being left behind, says Apple CEO Tim Cook: How to future-proof your career in the age
timesofindia.indiatimes.com • 8/17/2025
News News: Tim Cook emphasizes the importance of Artificial Intelligence. He says ignoring AI is not an option. Students must graduate with...
More Career Info
Career: Cooks, Short Order
They quickly prepare simple meals like burgers, sandwiches, and breakfast foods in diners or small restaurants, making sure customers get their food fast and fresh.
Parent Careers
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Employment & Wage Data
Median Wage
$35,620
Jobs (2024)
151,100
Growth (2024-34)
-5.6%
Annual Openings
20,600
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Take orders from customers and cook foods requiring short preparation times, according to customer requirements.
2
Grill and garnish hamburgers or other meats, such as steaks and chops.
3
Perform general cleaning activities in kitchen and dining areas.
4
Grill, cook, and fry foods such as french fries, eggs, and pancakes.
5
Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
6
Restock kitchen supplies, rotate food, and stamp the time and date on food in coolers.
7
Order supplies and stock them on shelves.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
